Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Ebiele, Malick, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2024) Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models. MDPI Diagnostics, 14 (21). pp. 1-19. ISSN 2075-4418

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-9366-5113 (2023) Volatility and returns connectedness in cryptocurrency markets: insights from graph-based methods. Physica A: Statistical Mechanics and its Applications, 632 . ISSN 0378-4371

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2023) Students’ learning behaviour in programming education analysis: insights from entropy and community detection. Entropy, 25 (8). pp. 1225-1247. ISSN 1099-4300

Cakir, Gültekin ORCID: 0000-0001-9715-7167, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2022) Visualizing critical objectives in omnichannel management through mental models: The application of an assortment Integration context. In: International Conference on Computer-Human Interaction Research and Applications (CHIRA 2020), 5-6 Nov 2020, Computer-Human Interaction Research and Applications. ISBN 978-3-031-22014-2

Nguyen, An Pham Ngoc, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2022) The cryptocurrency market in transition before and after COVID-19: an opportunity for investors? Entropy, 24 (9). pp. 1-28. ISSN 1099-4300

Kwapień, Jaroslaw ORCID: 0000-0001-8813-9637, Wątorek, Marcin ORCID: 0000-0002-2131-7440, Bezbradica, Marija ORCID: 0000-0001-9366-5113, Crane, Martin ORCID: 0000-0001-7598-3126, Mai, Tai Tan ORCID: 0000-0001-6657-0872 and Drozdz, Stanislaw ORCID: 0000-0003-1613-6175 (2022) Analysis of inter-transaction time fluctuations in the cryptocurrency market. Chaos, 32 (8). ISSN 10541500

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Towards Synthetic Generation of Clinical Rosacea Images with GAN Models. In: 33rd Irish Signals and Systems Conference (ISSC) 2022, 9-10 June 2022, Cork, Ireland. ISBN 978-1-6654-5227-4

Zhao, Huali, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2022) Attention! Transformer with sentiment on cryptocurrencies price prerediction. In: 7th International Conference on Complexity, Future Information Systems and Risk (COMPLEXIS 2022), 23-24 April 2022, Online. ISBN 978-989-758-565-4

Zimmermann, Robert, Mora, Daniel, Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408, Bezbradica, Marija ORCID: 0000-0001-9366-5113, Werth, Dirk, Weitzl, Wolfgang Jonas ORCID: 0000-0001-9208-435X, Riedl, René and Auinger, Andreas ORCID: 0000-0002-2672-0896 (2022) Enhancing brick-and-mortar store shopping experience with an augmented reality shopping assistant application using personalized recommendations and explainable artificial intelligence. Journal of Research in Interactive Marketing, 17 (2). ISSN 2040-7122

Mohanty, Anwesha ORCID: 0000-0002-9975-8705, Sutherland, Alistair, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Javidnia, Hossein ORCID: 0000-0002-5640-4798 (2022) Skin disease analysis with limited data in particular Rosacea: a review and recommended framework. IEEE Access, 10 . pp. 39045-39068. ISSN 2169-3536

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Learning behaviours data in programming education: community analysis and outcome prediction with cleaned data. Future Generation Computer Systems, 127 . pp. 42-55. ISSN 0167-739X

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2021) Towards design principles for user-centric explainable AI in fraud detection. In: International Conference on Human-Computer Interaction HCII 2021, 24-29 July 2021, Washington, DC, USA. ISBN 978-3-030-77772-2

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Education as a complex system: using physic methods for the analysis of students' learning behaviours in the context of programming education. In: 11th Polish Symposium on Physics in Economy and Social Sciences, 1-3 July 2021, Krakow, Poland (Online).

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2021) Students’ behaviours in using learning resources in higher education: how do behaviours reflect success in programming education? In: 7th International Conference on Higher Education Advances (HEAd’21), 14 – 17 June 2022, Valéncia, Spain.

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2021) Student behaviours in using learning resources in higher education: How do behaviours reflect success in programming education? In: 7th International Conference on Higher Education Advances (HEAd’21), 22-23 June 2021, Valencia, Spain (Online).

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Almeida, Fernando, Cakir, Gültekin ORCID: 0000-0001-9715-7167, Jacob, Antonio ORCID: 0000-0002-9415-7265, Lobato, Fabio ORCID: 0000-0002-6282-0368, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2020) Explainable sentiment analysis application for social media crisis management in retail. In: 4th International Conference on Computer-Human Interaction Research and Applications - Volume 1: WUDESHI-DR, 5-6 Nov 2020, Budapest, Hungry (Online). ISBN 978-989-758-480-0

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Nedbal, Dietmar ORCID: 0000-0002-7596-0917, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2020) Scenario-based requirements elicitation for user-centric explainable AI. In: International Cross-Domain Conference for Machine Learning and Knowledge ExtractionCD-MAKE 2020: Machine Learning and Knowledge Extraction, 25–28 Aug 2020, Dublin, Ireland (Online).

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. (2020) Release modelling of nanoencapsulated food ingredients by probabilistic models: cellular automata and Monte Carlo methods. In: Jafari, Seid ORCID: 0000-0001-6877-9549, (ed.) Nanoencapsulation in the Food Industry. Academic Press, Cambridge, Massachusetts, pp. 273-309. ISBN 9780128156667

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Hofer, Markus, Nedbal, Dietmar ORCID: 0000-0002-7596-0917, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2020) Customer purchase behavior prediction in E-commerce: a conceptual framework and research agenda. In: International Workshop on New Frontiers in Mining Complex Patterns, 16 Sept 2019, Würzburg, Germany. ISBN 978-3-030-48860-4

Almutairi, Suad, Shaiba, Hadil and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Predicting students' academic performance and main behavioral features using data mining techniques. In: Advances in Data Science, Cyber Security and IT Applications. ICC 2019., 10-12 Dec 2019, Riyadh, Saudi Arabia. ISBN 978-3-030-36364-2

Kesavulu, Manoj ORCID: 0000-0001-5505-9593, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2019) Usage analytics: a process to extract and analyse usage data to understand user behaviour in cloud. In: International Conference on Computer-Human Interaction Research and Applications(CHIRA 2017), 31 Oct– 2 Nov 2017, Funchal, Madeira, Portugal. ISBN 978-3-030-32965-5

Cirqueira, Douglas ORCID: 0000-0002-1283-0453, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Towards preprocessing guidelines for neural network embedding of customer behavior in digital retail. In: ISCSIC 2019: 3rd International Symposium on Computer Science and Intelligent Control, 25-27 Sept 2019, Amsterdam, Netherlands. ISBN 978-1-4503-7661-7

Garrigan, John, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Received total wideband power data analysis: multiscale wavelet analysis of RTWP data in a 3G network. In: MSWiM19: The 22nd ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, 25 - 29 Nov 2019, Miami Beach, USA. ISBN 978-1-4503-6904-6

Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Ruskin, Heather J. (2019) Understanding urban mobility and pedestrian movement. In: Bobek, Vito, (ed.) Smart Urban Development. Understanding urban mobility and pedestrian movement . IntechOpen, Online.

Bielozorov, Artem, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2019) The role of user emotions for content personalization in e-commerce: literature review. In: 21stT International Conference on Human-Computer Interaction (HCI INTERNATIONAL 2019), 26 - 31 July 2019, Orlando, FL, USA. ISBN 978-3-030-22335-9

Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Students’ behaviours in using learning resources in higher education: how do behaviours reflect success in programming education? In: 7th International Conference on Higher Education Advances (HEAd’21), 14 – 17 June 2022, Valéncia, Spain.

Cakir, Gültekin ORCID: 0000-0001-9715-7167, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2019) The shift from financial to non-financial measures during transition into digital retail: a systematic literature review. In: 22nd International Conference on Business Information Systems, 26 - 28 June 2019, Seville, Spain. ISBN 978-3-030-20484-6

Aleedy, Moneerh, Shaiba, Hadil ORCID: 0000-0003-1652-6579 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2019) Generating and analyzing chatbot responses using natural language processing. International Journal of Advanced Computer Science and Applications, 10 (9). ISSN 2158-107X

Skehin, Tom, Crane, Martin ORCID: 0000-0001-7598-3126 and Bezbradica, Marija (2018) Day ahead forecasting of FAANG stocks using ARIMA, LSTM networks and wavelets. In: The 26th AIAI Irish Conference on Artificial Intelligence and Cognitive Science, 6-7 Dec 2018, Dublin, Ireland.

Kesavulu, Manoj ORCID: 0000-0001-5505-9593, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2018) A usage analytics model for analysing user behaviour in IBM academic cloud. In: 6th International IBM Cloud Academy Conference ICACON 2018, 24-26 May, 2018, Tokyo, Japan.

Kesavulu, Manoj ORCID: 0000-0001-5505-9593, Dang-Nguyen, Duc-Tien ORCID: 0000-0002-2761-2213, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2018) An Overview of User-level Usage Monitoring in Cloud Environment. In: 23rd UK Academy for Information Systems International Conference, 20-21 Mar 2018, Oxford, UK. ISBN 978-0-9560272-5-2

Kinderis, Marius, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Crane, Martin ORCID: 0000-0001-7598-3126 (2018) Bitcoin currency fluctuation. In: COMPLEXIS 2018 - 3rd International Conference on Complexity, Future Information Systems and Risk, 20-21 Mar 2018, Madeira, Portugal. ISBN 978-989-758-297-4

Bastidas, Viviana, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2018) A requirements framework for the design of smart city reference architectures. In: Proceedings of the 51th Hawaii International Conference on System Sciences 2018, 2-6 Jan 2018, Hawaii. ISBN 978-0-9981331-1-9

Kesavulu, Manoj ORCID: 0000-0001-5505-9593, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2017) A usage-based data extraction framework for cloud-based application - an human-computer interaction approach. In: International Conference on Computer-Human Interaction Research and Applications (CHIRA), 31 Oct - 2 Nov 2017, Madeira, Portugal. ISBN 978-989-758-267-7

Simiscuka, Anderson Augusto ORCID: 0000-0002-0851-2452, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Muntean, Gabriel-Miro ORCID: 0000-0002-9332-4770 (2017) Performance analysis of the quality of serviceaware networking scheme for smart internet of things gateways. In: 13th International Wireless Communications and Mobile Computing Conference (IWCMC), 26-30 June 2017, Valencia, Spain. ISBN 978-1-5090-4372-9

Bastidas, Viviana, Helfert, Markus ORCID: 0000-0001-6546-6408 and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2017) Cities as enterprises: a comparison of Smart City frameworks based on enterprise architecture requirements. In: International Conference on Smart Cities, Smart-CT 2017, 14-16 June 2017, Malaga, Spain. ISBN 978-3-319-59512-2

Kesavulu, Manoj ORCID: 0000-0001-5505-9593, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2017) Generic refactoring methodology for cloud migration-position paper. In: 7th International Conference on Cloud Computing and Services Science, 24-26 Apr 2017, Porto, Portugal. ISBN 978-989-758-243-1

Pourzolfaghar, Zohreh ORCID: 0000-0001-8282-7260, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2016) Types of IT architectures in smart cities – a review from a business model and enterprise architecture perspective. In: Pre-ICIS Workshop, 11-14 Dec 2016, Dublin, Ireland.

Mamkaitis, Aleksas, Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Helfert, Markus ORCID: 0000-0001-6546-6408 (2016) Urban enterprise: a review of smart city frameworks from an enterprise architecture perspective. In: Second International Smart Cities Conference (ISC2 2016), 12-15 Sept 2016, Trento, Italy. ISBN 978-1-5090-1846-8

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Ruskin, Heather J. and Crane, Martin ORCID: 0000-0001-7598-3126 (2014) Comparative analysis of asynchronous cellular automata in stochastic pharmaceutical modelling. Journal Of Computational Science, 5 (5). pp. 834-840. ISSN 1877-7503

Bezbradica, Marija ORCID: 0000-0001-9366-5113 and Ruskin, Heather J. (2014) Modelling impact of morphological urban structure and cognitive behaviour on pedestrian flows. In: International Conference on Computational Science and Its Applications, 30 Jun-3 Jul 2014, Guimaraes, Portugal.

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Ruskin, Heather J. and Crane, Martin ORCID: 0000-0001-7598-3126 (2014) Probabilistic pharmaceutical modelling: A comparison between synchronous and asynchronous cellular automata. In: International Conference on Parallel Processing and Applied Mathematics, 8-11 Sep 2016, Warsaw, Poland.

Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2013) Stochastic computational modelling of complex drug delivery systems. PhD thesis, Dublin City University.

Perrin, Dimitri ORCID: 0000-0002-4007-5256, Bezbradica, Marija ORCID: 0000-0001-9366-5113, Crane, Martin ORCID: 0000-0001-7598-3126, Ruskin, Heather J. ORCID: 0000-0001-7101-2242 and Duhamel, Christophe (2012) High-performance computing for data analytics. In: IEEE/ACM 16th International Symposium on Distributed Simulation and Real Time Applications, 25-27 Dec 2012, Dublin, Ireland.

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Crane, Martin ORCID: 0000-0001-7598-3126 and Ruskin, Heather J. ORCID: 0000-0001-7101-2242 (2012) Parallelisation strategies for large scale cellular automata frameworks in pharmaceutical modelling. In: International Conference on High Performance Computing and Simulation, HPCS 2012, 2-6 July 2012, Madrid, Spain. ISBN 978-1-4673-2362-8

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Ruskin, Heather J. ORCID: 0000-0001-7101-2242 and Crane, Martin ORCID: 0000-0001-7598-3126 (2011) Modelling drug coatings: A parallel cellular automata model of ethylcellulose-coated microspheres. In: Proceedings of The International Conference on Bioscience, Biochemistry and Bioinformatics (ICBBB 2011). IACSIT Press, Singapore, pp. 419-424. ISBN 978-981-08-8718-6

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Ruskin, Heather J. ORCID: 0000-0001-7101-2242 and Crane, Martin ORCID: 0000-0001-7598-3126 (2011) Modelling drug coatings: a parallel cellular automata model of ethylcellulose-coated microspheres. In: ICBBB 2011 : 2011 International Conference on Bioscience, Biochemistry and Bioinformatics, 26-28 Feb 2011, Sentaosa, Singapore.

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Barat, Ana, Ruskin, Heather J. and Crane, Martin ORCID: 0000-0001-7598-3126 (2010) Probabilistic models for dissolution of ethylcellulose coated microspheres. In: European Simulation and Modelling Conference 2010, 25-27 Oct 2010, Hasselt, Belgium. ISBN 978-90-77381-57-1

Bezbradica, Marija ORCID: 0000-0001-9366-5113, Barat, Ana, Ruskin, Heather J. and Crane, Martin ORCID: 0000-0001-7598-3126 (2010) Probabilistic models for dissolution of ethylcellulose coated microsphere. In: ESM 2010 - European Simulation and Modelling Conference, 25-27 Oct 2010, Hasselt, Belgium. ISBN 978-90-77381-57-1